Ankit Maloo

LLMs lack the simulation depth and theory-of-mind reasoning that experts possess; true advancement requires multiagent world models capable of anticipating adversarial behavior rather than simple scaling of intelligence.

“Author of "Experts Have World Models. LLMs Have Word Models" in Latent Space”

All major AI labs are simultaneously converging on world models research—a shift from pattern matching and token prediction to causal simulation and state prediction—marking a significant paradigm change in AI development.

“Author of "World Models"”